Learn AI — curated, no noise
Courses, tutorials, papers, and docs hand-picked by the TuningsFolks team. From absolute beginner to production-grade AI engineering.
⭐ Featured picks
CS224N: Natural Language Processing with Deep Learning
Stanford Online
Stanford's flagship NLP course — lecture videos, slides, and assignments freely available. Covers attention, BERT, GPT, and the math behind them.
Hugging Face NLP Course
Hugging Face
Official Transformers course — fine-tuning, pipelines, and the full Hugging Face ecosystem. Hands-on notebooks for every chapter.
Practical Deep Learning for Coders
fast.ai
Fast.ai's top-down, code-first course — start with working models, learn the theory as you need it. Covers CNNs, NLP, tabular, and diffusion models.
All resources
Unlocking asynchronicity in continuous batching
Hugging Face
A guide explaining how to implement asynchronous processing in continuous batching systems for improved performance.
Papers With Code — State of AI
Papers With Code
Every major ML paper with linked open-source code and live benchmark leaderboards. The fastest way to find reproducible baselines and track state-of-the-art.
LangChain: Build LLM Applications
LangChain
Official LangChain tutorials on chains, agents, RAG, and memory. Best entry point for building production-grade LLM apps in Python.
OpenAI Cookbook
OpenAI
Practical code examples for LLM patterns — embeddings, function calling, RAG, vision, batch. Fastest path from idea to working code with OpenAI APIs.
Neural Networks: Zero to Hero
YouTube / Karpathy
Andrej Karpathy builds neural nets from scratch in Python — from micrograd (100-line backprop) to a full GPT. Legendary for clarity.
Prompt Engineering Guide
DAIR.AI
Comprehensive guide to prompting: zero-shot, few-shot, chain-of-thought, ReAct, self-consistency. Maintained by DAIR.AI.
DeepLearning.AI — LLMOps Specialization
DeepLearning.AI
Andrew Ng's short course on deploying and maintaining LLMs in production. Covers CI/CD for AI, evaluation pipelines, and model drift.
Anthropic Prompt Engineering Guide
Anthropic
Anthropic's definitive guide to prompting Claude — zero-shot, system prompts, tool use, and multi-turn conversation design.